Generalization Bounds Derived IPM-Based Regularization for Domain Adaptation

Table 4

The comparison of classification accuracy (LS-SVM), with multiple sources.

Dataset	Setting 1	Setting 2	Setting 3	Setting 4
Email spam
20 newsgroups: comp versus rec
20 newsgroups: rec versus sci
20 newsgroups: sci versus comp
Email spam
20 newsgroups: comp versus rec
20 newsgroups: rec versus sci
20 newsgroups: sci versus comp
Email spam
20 newsgroups: comp versus rec
20 newsgroups: rec versus sci
20 newsgroups: sci versus comp
Email spam
20 newsgroups: comp versus rec
20 newsgroups: rec versus sci
20 newsgroups: sci versus comp